Description

This analysis provides a forecast of ALGO prices using a Seasonal ARIMA model with Box-Cox transformation. The forecast includes different scenarios:

The confidence levels used are 68%, 95%, and 99.7%, which means there is a corresponding probability that the actual price will fall within the Bear and Bull case range for each confidence level.

The purpose of this model is to help investors understand potential future price movements and make informed decisions based on different market scenarios.

Bear_0.997 Bear_0.95 Bear_0.68 Base Bull_0.68 Bull_0.95 Bull_0.997
2025-03-09 0.171239 0.188692 0.207793 0.230361 0.256441 0.285811 0.321635
2025-03-16 0.141834 0.165476 0.193523 0.229726 0.275938 0.333974 0.414079
2025-03-23 0.124332 0.151053 0.184659 0.231035 0.295066 0.383113 0.518671
2025-03-30 0.107882 0.134743 0.169916 0.220826 0.295315 0.405145 0.589890
2025-04-06 0.096044 0.122609 0.158540 0.212614 0.295687 0.425825 0.663028
2025-04-13 0.087095 0.113231 0.149557 0.206085 0.296726 0.446707 0.741498
2025-04-20 0.082790 0.109751 0.148339 0.210633 0.315430 0.500153 0.897782
2025-04-27 0.079963 0.108014 0.149325 0.218489 0.340661 0.570782 1.118277
2025-05-04 0.077266 0.106152 0.149812 0.225413 0.365272 0.646372 1.387725
2025-05-11 0.074542 0.103968 0.149494 0.230794 0.387835 0.723854 1.707797
2025-05-18 0.070786 0.099871 0.145683 0.229476 0.396971 0.774112 1.981851
2025-05-25 0.065796 0.093492 0.137599 0.219495 0.386786 0.776104 2.100052
2025-06-01 0.062504 0.089698 0.133687 0.217114 0.392927 0.822335 2.422342
2025-06-08 0.059785 0.086666 0.130845 0.216497 0.403006 0.882872 2.865409
2025-06-15 0.057606 0.084364 0.129061 0.217695 0.417424 0.960839 3.484818
2025-06-22 0.053978 0.079443 0.122315 0.208280 0.405316 0.956811 3.682291
2025-06-29 0.050915 0.075313 0.116720 0.200698 0.396595 0.961441 3.946919
2025-07-06 0.048314 0.071834 0.112080 0.194664 0.390867 0.974602 4.294783
2025-07-13 0.047347 0.071079 0.112324 0.198867 0.411853 1.085940 5.553795
2025-07-20 0.046833 0.071065 0.113915 0.206122 0.442448 1.247490 7.753595
2025-07-27 0.046214 0.070825 0.115053 0.212510 0.472220 1.424093 10.994216
2025-08-03 0.045445 0.070269 0.115536 0.217471 0.499145 1.606960 15.692461
2025-08-10 0.044022 0.068465 0.113464 0.216256 0.507287 1.708934 19.978817